I am currently a Senior Machine Learning Technologist at Ofcom, working within the Online Safety Group on research relating to recommender systems, and more broadly, responsible AI. I obtained my PhD from The University of Manchester in 2024, where I worked within the Centre for AI Fundamentals on physics-informed probabilistic deep learning under the supervision of Dr Mauricio Álvarez. During my PhD, in 2022, I worked as a research intern at Spotify on bandit algorithms for podcast recommendation.
Previously known as Thomas M. McDonald.
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PhD in Computer Science, 2024
The University of Manchester
MSc in Data Analytics, 2020
The University of Sheffield
BSc (Hons) in Physics, 2018
The University of Sheffield
My role involved employing statistical modelling to forecast national non-commodity cost components and mitigate the level of risk involved in signing energy supply contracts.
Implemented seasonal ARIMA forecasting models in Python, with the models routinely returning <1% error on predictions made three months ahead of time.
Improved functionality of the VBA gas and electricity price matrices.